Dataset statistics
| Number of variables | 45 |
|---|---|
| Number of observations | 32264 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 2 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 11.1 MiB |
| Average record size in memory | 360.0 B |
Variable types
| Numeric | 27 |
|---|---|
| Categorical | 18 |
| Dataset has 2 (< 0.1%) duplicate rows | Duplicates |
ATMAmt is highly overall correlated with Dep | High correlation |
Checks is highly overall correlated with DDABal and 2 other fields | High correlation |
DDABal is highly overall correlated with Checks and 1 other fields | High correlation |
Dep is highly overall correlated with ATMAmt and 2 other fields | High correlation |
DepAmt is highly overall correlated with Checks and 2 other fields | High correlation |
HMOwn is highly overall correlated with LORes | High correlation |
HMVal is highly overall correlated with Income | High correlation |
ILS is highly overall correlated with ILSBal | High correlation |
ILSBal is highly overall correlated with ILS | High correlation |
Income is highly overall correlated with HMVal | High correlation |
LORes is highly overall correlated with HMOwn | High correlation |
MM is highly overall correlated with MMBal and 1 other fields | High correlation |
MMBal is highly overall correlated with MM and 1 other fields | High correlation |
MMCred is highly overall correlated with MM and 1 other fields | High correlation |
POS is highly overall correlated with POSAmt | High correlation |
POSAmt is highly overall correlated with POS | High correlation |
CashBk is highly imbalanced (94.9%) | Imbalance |
NSF is highly imbalanced (57.3%) | Imbalance |
IRA is highly imbalanced (70.0%) | Imbalance |
LOC is highly imbalanced (65.9%) | Imbalance |
ILS is highly imbalanced (71.5%) | Imbalance |
MTG is highly imbalanced (71.6%) | Imbalance |
SDB is highly imbalanced (50.4%) | Imbalance |
Moved is highly imbalanced (80.7%) | Imbalance |
InArea is highly imbalanced (75.9%) | Imbalance |
Inv is highly imbalanced (82.7%) | Imbalance |
ATMAmt is highly skewed (γ1 = 34.60107902) | Skewed |
CDBal is highly skewed (γ1 = 24.14072299) | Skewed |
IRABal is highly skewed (γ1 = 37.66691753) | Skewed |
MTGBal is highly skewed (γ1 = 82.77244732) | Skewed |
CCBal is highly skewed (γ1 = 89.22293745) | Skewed |
DepAmt is highly skewed (γ1 = 30.51064837) | Skewed |
InvBal is highly skewed (γ1 = 124.8755862) | Skewed |
DDABal has 5987 (18.6%) zeros | Zeros |
Checks has 10455 (32.4%) zeros | Zeros |
NSFAmt has 29455 (91.3%) zeros | Zeros |
Phone has 27087 (84.0%) zeros | Zeros |
Teller has 17656 (54.7%) zeros | Zeros |
SavBal has 17523 (54.3%) zeros | Zeros |
ATMAmt has 13542 (42.0%) zeros | Zeros |
POS has 25546 (79.2%) zeros | Zeros |
POSAmt has 25546 (79.2%) zeros | Zeros |
CDBal has 28204 (87.4%) zeros | Zeros |
IRABal has 30694 (95.1%) zeros | Zeros |
LOCBal has 30439 (94.3%) zeros | Zeros |
ILSBal has 30664 (95.0%) zeros | Zeros |
MMBal has 28557 (88.5%) zeros | Zeros |
MMCred has 30845 (95.6%) zeros | Zeros |
MTGBal has 30684 (95.1%) zeros | Zeros |
CCBal has 21154 (65.6%) zeros | Zeros |
CCPurc has 28742 (89.1%) zeros | Zeros |
Dep has 7023 (21.8%) zeros | Zeros |
DepAmt has 7024 (21.8%) zeros | Zeros |
InvBal has 31786 (98.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-09 07:09:27.714974 |
|---|---|
| Analysis finished | 2024-11-09 07:09:56.441188 |
| Duration | 28.73 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
AcctAge
Real number (ℝ)
| Distinct | 442 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7798041 |
| Minimum | 0.3 |
|---|---|
| Maximum | 61.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 2.1 |
| median | 3.9 |
| Q3 | 6.3 |
| 95-th percentile | 19.7 |
| Maximum | 61.5 |
| Range | 61.2 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 6.329251 |
|---|---|
| Coefficient of variation (CV) | 1.0950632 |
| Kurtosis | 8.4900463 |
| Mean | 5.7798041 |
| Median Absolute Deviation (MAD) | 1.9 |
| Skewness | 2.574452 |
| Sum | 186479.6 |
| Variance | 40.059418 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.9 | 2642 | 8.2% |
| 4.3 | 1179 | 3.7% |
| 3.8 | 1046 | 3.2% |
| 0.3 | 935 | 2.9% |
| 0.8 | 743 | 2.3% |
| 1.3 | 616 | 1.9% |
| 4 | 608 | 1.9% |
| 4.2 | 608 | 1.9% |
| 1.8 | 581 | 1.8% |
| 4.1 | 570 | 1.8% |
| Other values (432) | 22736 |
| Value | Count | Frequency (%) |
| 0.3 | 935 | |
| 0.4 | 464 | |
| 0.5 | 453 | |
| 0.6 | 418 | |
| 0.7 | 399 | |
| 0.8 | 743 | |
| 0.9 | 405 | |
| 1 | 361 | 1.1% |
| 1.1 | 359 | 1.1% |
| 1.2 | 343 | 1.1% |
| Value | Count | Frequency (%) |
| 61.5 | 1 | |
| 59.8 | 1 | |
| 56.3 | 1 | |
| 56.2 | 1 | |
| 54.4 | 1 | |
| 53.8 | 1 | |
| 53.3 | 1 | |
| 53.2 | 1 | |
| 52.5 | 1 | |
| 52.4 | 1 |
DDA
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 26316 | |
| 0 | 5948 | 18.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 26316 | |
| 0 | 5948 | 18.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 26316 | |
| 0 | 5948 | 18.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 26316 | |
| 0 | 5948 | 18.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 26316 | |
| 0 | 5948 | 18.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 26316 | |
| 0 | 5948 | 18.4% |
DDABal
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 25017 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2170.0167 |
| Minimum | -774.83 |
|---|---|
| Maximum | 278093.83 |
| Zeros | 5987 |
| Zeros (%) | 18.6% |
| Negative | 198 |
| Negative (%) | 0.6% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | -774.83 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 59.94 |
| median | 571.82 |
| Q3 | 1834.2325 |
| 95-th percentile | 8297.1965 |
| Maximum | 278093.83 |
| Range | 278868.66 |
| Interquartile range (IQR) | 1774.2925 |
Descriptive statistics
| Standard deviation | 7282.727 |
|---|---|
| Coefficient of variation (CV) | 3.3560695 |
| Kurtosis | 390.32788 |
| Mean | 2170.0167 |
| Median Absolute Deviation (MAD) | 571.82 |
| Skewness | 15.694043 |
| Sum | 70013419 |
| Variance | 53038113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5987 | 18.6% |
| 19.64 | 4 | < 0.1% |
| 151.71 | 4 | < 0.1% |
| 3.2 | 4 | < 0.1% |
| 3.78 | 3 | < 0.1% |
| 65.6 | 3 | < 0.1% |
| 152.67 | 3 | < 0.1% |
| 93.7 | 3 | < 0.1% |
| 1078.11 | 3 | < 0.1% |
| 971.82 | 3 | < 0.1% |
| Other values (25007) | 26247 |
| Value | Count | Frequency (%) |
| -774.83 | 1 | |
| -399.53 | 1 | |
| -351.4 | 1 | |
| -336.74 | 1 | |
| -286.7 | 1 | |
| -185.63 | 1 | |
| -182.71 | 1 | |
| -146.45 | 1 | |
| -121.06 | 1 | |
| -109.6 | 1 |
| Value | Count | Frequency (%) |
| 278093.83 | 1 | |
| 259734.26 | 1 | |
| 252052.54 | 1 | |
| 247783.59 | 1 | |
| 214068.86 | 1 | |
| 210479.55 | 1 | |
| 205766.18 | 1 | |
| 205122.22 | 1 | |
| 194717.71 | 1 | |
| 188938.66 | 1 |
CashBk
Categorical
IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 | 479 |
| 2 | 13 |
| 3 | 2 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31769 | |
| 1 | 479 | 1.5% |
| 2 | 13 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31769 | |
| 1 | 479 | 1.5% |
| 2 | 13 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31769 | |
| 1 | 479 | 1.5% |
| 2 | 13 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31769 | |
| 1 | 479 | 1.5% |
| 2 | 13 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31769 | |
| 1 | 479 | 1.5% |
| 2 | 13 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31769 | |
| 1 | 479 | 1.5% |
| 2 | 13 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
Checks
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2599182 |
| Minimum | 0 |
|---|---|
| Maximum | 49 |
| Zeros | 10455 |
| Zeros (%) | 32.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 7 |
| 95-th percentile | 15 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.1566429 |
|---|---|
| Coefficient of variation (CV) | 1.2105028 |
| Kurtosis | 3.7182057 |
| Mean | 4.2599182 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.7126268 |
| Sum | 137442 |
| Variance | 26.590966 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10455 | |
| 2 | 3048 | 9.4% |
| 1 | 2671 | 8.3% |
| 3 | 2358 | 7.3% |
| 4 | 2260 | 7.0% |
| 5 | 1735 | 5.4% |
| 6 | 1644 | 5.1% |
| 7 | 1240 | 3.8% |
| 8 | 1225 | 3.8% |
| 9 | 908 | 2.8% |
| Other values (32) | 4720 |
| Value | Count | Frequency (%) |
| 0 | 10455 | |
| 1 | 2671 | 8.3% |
| 2 | 3048 | 9.4% |
| 3 | 2358 | 7.3% |
| 4 | 2260 | 7.0% |
| 5 | 1735 | 5.4% |
| 6 | 1644 | 5.1% |
| 7 | 1240 | 3.8% |
| 8 | 1225 | 3.8% |
| 9 | 908 | 2.8% |
| Value | Count | Frequency (%) |
| 49 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 3 | |
| 37 | 4 | |
| 36 | 3 | |
| 35 | 2 | < 0.1% |
| 33 | 4 | |
| 32 | 5 |
DirDep
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 22728 | |
| 1 | 9536 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 22728 | |
| 1 | 9536 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 22728 | |
| 1 | 9536 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22728 | |
| 1 | 9536 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 22728 | |
| 1 | 9536 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 22728 | |
| 1 | 9536 |
NSF
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 | 2809 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 29455 | |
| 1 | 2809 | 8.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 29455 | |
| 1 | 2809 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29455 | |
| 1 | 2809 | 8.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29455 | |
| 1 | 2809 | 8.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29455 | |
| 1 | 2809 | 8.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29455 | |
| 1 | 2809 | 8.7% |
NSFAmt
Real number (ℝ)
ZEROS 
| Distinct | 1995 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2905464 |
| Minimum | 0 |
|---|---|
| Maximum | 666.85 |
| Zeros | 29455 |
| Zeros (%) | 91.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9.3285 |
| Maximum | 666.85 |
| Range | 666.85 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 14.363677 |
|---|---|
| Coefficient of variation (CV) | 6.2708515 |
| Kurtosis | 423.14591 |
| Mean | 2.2905464 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.558164 |
| Sum | 73902.19 |
| Variance | 206.31521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29455 | |
| 5.77 | 6 | < 0.1% |
| 3.89 | 6 | < 0.1% |
| 7.02 | 6 | < 0.1% |
| 3.57 | 6 | < 0.1% |
| 3.43 | 6 | < 0.1% |
| 4.56 | 6 | < 0.1% |
| 4.58 | 6 | < 0.1% |
| 3.54 | 5 | < 0.1% |
| 6.13 | 5 | < 0.1% |
| Other values (1985) | 2757 | 8.5% |
| Value | Count | Frequency (%) |
| 0 | 29455 | |
| 0.34 | 1 | < 0.1% |
| 0.42 | 1 | < 0.1% |
| 0.57 | 1 | < 0.1% |
| 0.63 | 1 | < 0.1% |
| 0.73 | 1 | < 0.1% |
| 0.87 | 1 | < 0.1% |
| 0.89 | 1 | < 0.1% |
| 1.02 | 1 | < 0.1% |
| 1.06 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 666.85 | 1 | |
| 632.84 | 1 | |
| 475.58 | 1 | |
| 416.37 | 1 | |
| 352.46 | 1 | |
| 321.1 | 1 | |
| 311.27 | 1 | |
| 306 | 1 | |
| 296.93 | 1 | |
| 286.54 | 1 |
Phone
Real number (ℝ)
ZEROS 
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35364493 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 27087 |
| Zeros (%) | 84.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1281921 |
|---|---|
| Coefficient of variation (CV) | 3.1901833 |
| Kurtosis | 61.669436 |
| Mean | 0.35364493 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.0221988 |
| Sum | 11410 |
| Variance | 1.2728175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27087 | |
| 1 | 2545 | 7.9% |
| 2 | 1255 | 3.9% |
| 3 | 602 | 1.9% |
| 4 | 293 | 0.9% |
| 5 | 169 | 0.5% |
| 6 | 119 | 0.4% |
| 7 | 55 | 0.2% |
| 8 | 46 | 0.1% |
| 9 | 27 | 0.1% |
| Other values (10) | 66 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 27087 | |
| 1 | 2545 | 7.9% |
| 2 | 1255 | 3.9% |
| 3 | 602 | 1.9% |
| 4 | 293 | 0.9% |
| 5 | 169 | 0.5% |
| 6 | 119 | 0.4% |
| 7 | 55 | 0.2% |
| 8 | 46 | 0.1% |
| 9 | 27 | 0.1% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 22 | 2 | < 0.1% |
| 20 | 2 | < 0.1% |
| 17 | 3 | < 0.1% |
| 15 | 3 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 8 | < 0.1% |
| 12 | 11 | |
| 11 | 12 | |
| 10 | 23 |
Teller
Real number (ℝ)
ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3652678 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 17656 |
| Zeros (%) | 54.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.2837649 |
|---|---|
| Coefficient of variation (CV) | 1.6727596 |
| Kurtosis | 12.08241 |
| Mean | 1.3652678 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8097136 |
| Sum | 44049 |
| Variance | 5.2155819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17656 | |
| 1 | 4918 | 15.2% |
| 2 | 3240 | 10.0% |
| 3 | 2108 | 6.5% |
| 4 | 1456 | 4.5% |
| 5 | 992 | 3.1% |
| 6 | 620 | 1.9% |
| 7 | 414 | 1.3% |
| 8 | 287 | 0.9% |
| 9 | 180 | 0.6% |
| Other values (17) | 393 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 17656 | |
| 1 | 4918 | 15.2% |
| 2 | 3240 | 10.0% |
| 3 | 2108 | 6.5% |
| 4 | 1456 | 4.5% |
| 5 | 992 | 3.1% |
| 6 | 620 | 1.9% |
| 7 | 414 | 1.3% |
| 8 | 287 | 0.9% |
| 9 | 180 | 0.6% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 25 | 3 | < 0.1% |
| 24 | 2 | < 0.1% |
| 23 | 2 | < 0.1% |
| 22 | 4 | < 0.1% |
| 21 | 4 | < 0.1% |
| 20 | 5 | |
| 19 | 8 | |
| 18 | 8 | |
| 17 | 10 |
Sav
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 17200 | |
| 1 | 15064 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 17200 | |
| 1 | 15064 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17200 | |
| 1 | 15064 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17200 | |
| 1 | 15064 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17200 | |
| 1 | 15064 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17200 | |
| 1 | 15064 |
SavBal
Real number (ℝ)
ZEROS 
| Distinct | 14154 |
|---|---|
| Distinct (%) | 43.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3170.6037 |
| Minimum | 0 |
|---|---|
| Maximum | 700026.94 |
| Zeros | 17523 |
| Zeros (%) | 54.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1215.815 |
| 95-th percentile | 15279.469 |
| Maximum | 700026.94 |
| Range | 700026.94 |
| Interquartile range (IQR) | 1215.815 |
Descriptive statistics
| Standard deviation | 13397.147 |
|---|---|
| Coefficient of variation (CV) | 4.2254246 |
| Kurtosis | 507.0017 |
| Mean | 3170.6037 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.264136 |
| Sum | 1.0229636 × 108 |
| Variance | 1.7948355 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17523 | |
| 0.01 | 16 | < 0.1% |
| 0.03 | 11 | < 0.1% |
| 0.04 | 11 | < 0.1% |
| 0.02 | 10 | < 0.1% |
| 0.12 | 9 | < 0.1% |
| 0.09 | 8 | < 0.1% |
| 0.07 | 7 | < 0.1% |
| 0.11 | 5 | < 0.1% |
| 0.16 | 5 | < 0.1% |
| Other values (14144) | 14659 |
| Value | Count | Frequency (%) |
| 0 | 17523 | |
| 0.01 | 16 | < 0.1% |
| 0.02 | 10 | < 0.1% |
| 0.03 | 11 | < 0.1% |
| 0.04 | 11 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.06 | 5 | < 0.1% |
| 0.07 | 7 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 700026.94 | 1 | |
| 609587.72 | 1 | |
| 409776.97 | 1 | |
| 346059.27 | 1 | |
| 327083.18 | 1 | |
| 317437.98 | 1 | |
| 306453.15 | 1 | |
| 303899.62 | 1 | |
| 293099.86 | 1 | |
| 283499.98 | 1 |
ATM
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 19679 | |
| 0 | 12585 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 19679 | |
| 0 | 12585 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 19679 | |
| 0 | 12585 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 19679 | |
| 0 | 12585 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 19679 | |
| 0 | 12585 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 19679 | |
| 0 | 12585 |
ATMAmt
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 17886 |
|---|---|
| Distinct (%) | 55.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1235.4147 |
| Minimum | 0 |
|---|---|
| Maximum | 427731.26 |
| Zeros | 13542 |
| Zeros (%) | 42.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 136.275 |
| Q3 | 1202.7975 |
| 95-th percentile | 5023.15 |
| Maximum | 427731.26 |
| Range | 427731.26 |
| Interquartile range (IQR) | 1202.7975 |
Descriptive statistics
| Standard deviation | 4462.2819 |
|---|---|
| Coefficient of variation (CV) | 3.611971 |
| Kurtosis | 2712.1869 |
| Mean | 1235.4147 |
| Median Absolute Deviation (MAD) | 136.275 |
| Skewness | 34.601079 |
| Sum | 39859419 |
| Variance | 19911960 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13542 | |
| 5.8 | 6 | < 0.1% |
| 11.03 | 5 | < 0.1% |
| 5.82 | 5 | < 0.1% |
| 11.33 | 5 | < 0.1% |
| 80.89 | 5 | < 0.1% |
| 11.21 | 5 | < 0.1% |
| 11.39 | 5 | < 0.1% |
| 10.81 | 5 | < 0.1% |
| 5.64 | 4 | < 0.1% |
| Other values (17876) | 18677 |
| Value | Count | Frequency (%) |
| 0 | 13542 | |
| 0.6 | 1 | < 0.1% |
| 1.39 | 1 | < 0.1% |
| 1.43 | 1 | < 0.1% |
| 3.7 | 1 | < 0.1% |
| 4.04 | 1 | < 0.1% |
| 5.08 | 1 | < 0.1% |
| 5.34 | 1 | < 0.1% |
| 5.35 | 3 | < 0.1% |
| 5.36 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 427731.26 | 1 | |
| 130071.76 | 1 | |
| 127403.36 | 1 | |
| 96863.42 | 1 | |
| 96370.46 | 1 | |
| 94645.47 | 1 | |
| 94257.37 | 1 | |
| 91323.47 | 1 | |
| 90777.08 | 1 | |
| 85982.49 | 1 |
POS
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.93788743 |
| Minimum | 0 |
|---|---|
| Maximum | 54 |
| Zeros | 25546 |
| Zeros (%) | 79.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 54 |
| Range | 54 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.7211675 |
|---|---|
| Coefficient of variation (CV) | 2.9013796 |
| Kurtosis | 36.011294 |
| Mean | 0.93788743 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.898138 |
| Sum | 30260 |
| Variance | 7.4047524 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25546 | |
| 1 | 1731 | 5.4% |
| 2 | 1201 | 3.7% |
| 4 | 734 | 2.3% |
| 3 | 667 | 2.1% |
| 5 | 524 | 1.6% |
| 6 | 445 | 1.4% |
| 8 | 272 | 0.8% |
| 7 | 219 | 0.7% |
| 9 | 210 | 0.7% |
| Other values (30) | 715 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 25546 | |
| 1 | 1731 | 5.4% |
| 2 | 1201 | 3.7% |
| 3 | 667 | 2.1% |
| 4 | 734 | 2.3% |
| 5 | 524 | 1.6% |
| 6 | 445 | 1.4% |
| 7 | 219 | 0.7% |
| 8 | 272 | 0.8% |
| 9 | 210 | 0.7% |
| Value | Count | Frequency (%) |
| 54 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 36 | 2 | |
| 35 | 1 | < 0.1% |
| 34 | 3 | |
| 33 | 2 | |
| 32 | 2 | |
| 30 | 2 |
POSAmt
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 6163 |
|---|---|
| Distinct (%) | 19.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.658763 |
| Minimum | 0 |
|---|---|
| Maximum | 3293.49 |
| Zeros | 25546 |
| Zeros (%) | 79.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 274.507 |
| Maximum | 3293.49 |
| Range | 3293.49 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 129.01181 |
|---|---|
| Coefficient of variation (CV) | 3.0242746 |
| Kurtosis | 58.064611 |
| Mean | 42.658763 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.7282807 |
| Sum | 1376342.3 |
| Variance | 16644.048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25546 | |
| 79.88 | 4 | < 0.1% |
| 80.61 | 4 | < 0.1% |
| 80.58 | 4 | < 0.1% |
| 38.38 | 4 | < 0.1% |
| 76.73 | 4 | < 0.1% |
| 64.5 | 3 | < 0.1% |
| 57.8 | 3 | < 0.1% |
| 28.27 | 3 | < 0.1% |
| 30.75 | 3 | < 0.1% |
| Other values (6153) | 6686 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 25546 | |
| 5.47 | 1 | < 0.1% |
| 6.22 | 1 | < 0.1% |
| 6.88 | 1 | < 0.1% |
| 7.72 | 1 | < 0.1% |
| 7.99 | 1 | < 0.1% |
| 8.11 | 1 | < 0.1% |
| 8.16 | 1 | < 0.1% |
| 8.2 | 1 | < 0.1% |
| 8.33 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3293.49 | 1 | |
| 2933.83 | 1 | |
| 2608.43 | 1 | |
| 2546.25 | 1 | |
| 2173.67 | 1 | |
| 1885.51 | 1 | |
| 1703.69 | 1 | |
| 1656.18 | 1 | |
| 1626.87 | 1 | |
| 1625.25 | 1 |
CD
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 28204 | |
| 1 | 4060 | 12.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 28204 | |
| 1 | 4060 | 12.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28204 | |
| 1 | 4060 | 12.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28204 | |
| 1 | 4060 | 12.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28204 | |
| 1 | 4060 | 12.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28204 | |
| 1 | 4060 | 12.6% |
CDBal
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 690 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2530.7091 |
| Minimum | 0 |
|---|---|
| Maximum | 1053900 |
| Zeros | 28204 |
| Zeros (%) | 87.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10000 |
| Maximum | 1053900 |
| Range | 1053900 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 14811.781 |
|---|---|
| Coefficient of variation (CV) | 5.8528184 |
| Kurtosis | 1154.4064 |
| Mean | 2530.7091 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.140723 |
| Sum | 81650800 |
| Variance | 2.1938886 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28204 | |
| 8000 | 160 | 0.5% |
| 4000 | 86 | 0.3% |
| 8100 | 80 | 0.2% |
| 800 | 69 | 0.2% |
| 8200 | 67 | 0.2% |
| 8400 | 61 | 0.2% |
| 8300 | 61 | 0.2% |
| 1600 | 58 | 0.2% |
| 16000 | 57 | 0.2% |
| Other values (680) | 3361 | 10.4% |
| Value | Count | Frequency (%) |
| 0 | 28204 | |
| 300 | 23 | 0.1% |
| 400 | 7 | < 0.1% |
| 500 | 31 | 0.1% |
| 600 | 3 | < 0.1% |
| 700 | 5 | < 0.1% |
| 800 | 69 | 0.2% |
| 900 | 5 | < 0.1% |
| 1000 | 6 | < 0.1% |
| 1100 | 25 | 0.1% |
| Value | Count | Frequency (%) |
| 1053900 | 1 | |
| 688700 | 1 | |
| 613600 | 1 | |
| 455000 | 1 | |
| 388800 | 1 | |
| 386700 | 1 | |
| 339600 | 1 | |
| 333300 | 1 | |
| 331900 | 1 | |
| 320000 | 1 |
IRA
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 | 1719 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30545 | |
| 1 | 1719 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30545 | |
| 1 | 1719 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30545 | |
| 1 | 1719 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30545 | |
| 1 | 1719 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 30545 | |
| 1 | 1719 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 30545 | |
| 1 | 1719 | 5.3% |
IRABal
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1561 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 617.57045 |
| Minimum | 0 |
|---|---|
| Maximum | 596497.6 |
| Zeros | 30694 |
| Zeros (%) | 95.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 596497.6 |
| Range | 596497.6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7516.5648 |
|---|---|
| Coefficient of variation (CV) | 12.171186 |
| Kurtosis | 2111.782 |
| Mean | 617.57045 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.666918 |
| Sum | 19925293 |
| Variance | 56498747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30694 | |
| 0.01 | 4 | < 0.1% |
| 0.42 | 3 | < 0.1% |
| 6295.21 | 2 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 1977.77 | 2 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.1 | 2 | < 0.1% |
| 4900.85 | 1 | < 0.1% |
| 10574.51 | 1 | < 0.1% |
| Other values (1551) | 1551 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 30694 | |
| 0.01 | 4 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.1 | 2 | < 0.1% |
| 0.12 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.21 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 596497.6 | 1 | |
| 417021.52 | 1 | |
| 415656.63 | 1 | |
| 285339.77 | 1 | |
| 266220.76 | 1 | |
| 265019.9 | 1 | |
| 233757.2 | 1 | |
| 220761.53 | 1 | |
| 200389.81 | 1 | |
| 197663.61 | 1 |
LOC
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 | 2045 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30219 | |
| 1 | 2045 | 6.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30219 | |
| 1 | 2045 | 6.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30219 | |
| 1 | 2045 | 6.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30219 | |
| 1 | 2045 | 6.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 30219 | |
| 1 | 2045 | 6.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 30219 | |
| 1 | 2045 | 6.3% |
LOCBal
Real number (ℝ)
ZEROS 
| Distinct | 1813 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1175.2194 |
| Minimum | -613 |
|---|---|
| Maximum | 523147.24 |
| Zeros | 30439 |
| Zeros (%) | 94.3% |
| Negative | 15 |
| Negative (%) | < 0.1% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | -613 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 258.11 |
| Maximum | 523147.24 |
| Range | 523760.24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9605.2845 |
|---|---|
| Coefficient of variation (CV) | 8.1731844 |
| Kurtosis | 642.15685 |
| Mean | 1175.2194 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.864465 |
| Sum | 37917277 |
| Variance | 92261490 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30439 | |
| 0.02 | 3 | < 0.1% |
| 0.01 | 3 | < 0.1% |
| -0.02 | 2 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 396.07 | 2 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 6.65 | 2 | < 0.1% |
| 25.23 | 2 | < 0.1% |
| 9.38 | 2 | < 0.1% |
| Other values (1803) | 1805 | 5.6% |
| Value | Count | Frequency (%) |
| -613 | 1 | |
| -71.61 | 1 | |
| -18.54 | 1 | |
| -16.4 | 1 | |
| -6.86 | 1 | |
| -0.69 | 1 | |
| -0.25 | 1 | |
| -0.23 | 1 | |
| -0.21 | 1 | |
| -0.18 | 1 |
| Value | Count | Frequency (%) |
| 523147.24 | 1 | |
| 367098.2 | 1 | |
| 363133.1 | 1 | |
| 353824.24 | 1 | |
| 314552.5 | 1 | |
| 292563.11 | 1 | |
| 272553.4 | 1 | |
| 251774.61 | 1 | |
| 250979.29 | 1 | |
| 201643.53 | 1 |
ILS
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 | 1600 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30664 | |
| 1 | 1600 | 5.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30664 | |
| 1 | 1600 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30664 | |
| 1 | 1600 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30664 | |
| 1 | 1600 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 30664 | |
| 1 | 1600 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 30664 | |
| 1 | 1600 | 5.0% |
ILSBal
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1583 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 517.56923 |
| Minimum | 0 |
|---|---|
| Maximum | 29162.79 |
| Zeros | 30664 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 29162.79 |
| Range | 29162.79 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2285.1871 |
|---|---|
| Coefficient of variation (CV) | 4.4152297 |
| Kurtosis | 18.261148 |
| Mean | 517.56923 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3394264 |
| Sum | 16698854 |
| Variance | 5222079.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30664 | |
| 10080.08 | 2 | < 0.1% |
| 10216.85 | 2 | < 0.1% |
| 10025.1 | 2 | < 0.1% |
| 10023.32 | 2 | < 0.1% |
| 10149.56 | 2 | < 0.1% |
| 10150.23 | 2 | < 0.1% |
| 10050.77 | 2 | < 0.1% |
| 10235.07 | 2 | < 0.1% |
| 10059.81 | 2 | < 0.1% |
| Other values (1573) | 1582 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 30664 | |
| 9690.09 | 1 | < 0.1% |
| 9746.76 | 1 | < 0.1% |
| 9747.58 | 1 | < 0.1% |
| 9753.42 | 1 | < 0.1% |
| 9762.51 | 1 | < 0.1% |
| 9764.8 | 1 | < 0.1% |
| 9774.45 | 1 | < 0.1% |
| 9777.62 | 1 | < 0.1% |
| 9787.52 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29162.79 | 1 | |
| 26806.59 | 1 | |
| 24634.63 | 1 | |
| 24323.12 | 1 | |
| 23920.97 | 1 | |
| 23156.66 | 1 | |
| 22214.63 | 1 | |
| 20327.67 | 1 | |
| 19492.97 | 1 | |
| 17472.25 | 1 |
MM
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 28557 | |
| 1 | 3707 | 11.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 28557 | |
| 1 | 3707 | 11.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28557 | |
| 1 | 3707 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28557 | |
| 1 | 3707 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28557 | |
| 1 | 3707 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28557 | |
| 1 | 3707 | 11.5% |
MMBal
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3668 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1875.7632 |
| Minimum | 0 |
|---|---|
| Maximum | 120801.11 |
| Zeros | 28557 |
| Zeros (%) | 88.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15237.734 |
| Maximum | 120801.11 |
| Range | 120801.11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5484.4796 |
|---|---|
| Coefficient of variation (CV) | 2.9238656 |
| Kurtosis | 24.476454 |
| Mean | 1875.7632 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.612812 |
| Sum | 60519624 |
| Variance | 30079516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28557 | |
| 15009.34 | 2 | < 0.1% |
| 15032.1 | 2 | < 0.1% |
| 15095.32 | 2 | < 0.1% |
| 15039.94 | 2 | < 0.1% |
| 15036.32 | 2 | < 0.1% |
| 15108.58 | 2 | < 0.1% |
| 16416.8 | 2 | < 0.1% |
| 15708.15 | 2 | < 0.1% |
| 14993.58 | 2 | < 0.1% |
| Other values (3658) | 3689 | 11.4% |
| Value | Count | Frequency (%) |
| 0 | 28557 | |
| 940.92 | 1 | < 0.1% |
| 955.75 | 1 | < 0.1% |
| 1008.6 | 1 | < 0.1% |
| 1014.44 | 1 | < 0.1% |
| 1031.14 | 1 | < 0.1% |
| 1050.83 | 1 | < 0.1% |
| 1082 | 1 | < 0.1% |
| 3013.34 | 1 | < 0.1% |
| 3345.12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 120801.11 | 1 | |
| 107028.55 | 1 | |
| 83708.03 | 1 | |
| 74759.18 | 1 | |
| 71356.94 | 1 | |
| 68965.92 | 1 | |
| 65967.26 | 1 | |
| 64096.16 | 1 | |
| 59833.12 | 1 | |
| 59236.83 | 1 |
MMCred
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.056378626 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 30845 |
| Zeros (%) | 95.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2874843 |
|---|---|
| Coefficient of variation (CV) | 5.0991717 |
| Kurtosis | 47.913755 |
| Mean | 0.056378626 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.2232719 |
| Sum | 1819 |
| Variance | 0.082647221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30845 | |
| 1 | 1080 | 3.3% |
| 2 | 288 | 0.9% |
| 3 | 45 | 0.1% |
| 5 | 4 | < 0.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 30845 | |
| 1 | 1080 | 3.3% |
| 2 | 288 | 0.9% |
| 3 | 45 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 4 | < 0.1% |
| 4 | 2 | < 0.1% |
| 3 | 45 | 0.1% |
| 2 | 288 | 0.9% |
| 1 | 1080 | 3.3% |
| 0 | 30845 |
MTG
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 | 1592 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30672 | |
| 1 | 1592 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30672 | |
| 1 | 1592 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30672 | |
| 1 | 1592 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30672 | |
| 1 | 1592 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 30672 | |
| 1 | 1592 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 30672 | |
| 1 | 1592 | 4.9% |
MTGBal
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1581 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8081.736 |
| Minimum | 0 |
|---|---|
| Maximum | 10887573 |
| Zeros | 30684 |
| Zeros (%) | 95.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10887573 |
| Range | 10887573 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 79794.116 |
|---|---|
| Coefficient of variation (CV) | 9.873388 |
| Kurtosis | 10782.473 |
| Mean | 8081.736 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 82.772447 |
| Sum | 2.6074913 × 108 |
| Variance | 6.3671009 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30684 | |
| 31311.62 | 1 | < 0.1% |
| 233898.51 | 1 | < 0.1% |
| 75818.8 | 1 | < 0.1% |
| 161148.94 | 1 | < 0.1% |
| 346066.23 | 1 | < 0.1% |
| 62.64 | 1 | < 0.1% |
| 112655.17 | 1 | < 0.1% |
| 390245.1 | 1 | < 0.1% |
| 136883.11 | 1 | < 0.1% |
| Other values (1571) | 1571 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 30684 | |
| 62.64 | 1 | < 0.1% |
| 179.08 | 1 | < 0.1% |
| 475.49 | 1 | < 0.1% |
| 492.8 | 1 | < 0.1% |
| 638.42 | 1 | < 0.1% |
| 1017.89 | 1 | < 0.1% |
| 1209.51 | 1 | < 0.1% |
| 1395.73 | 1 | < 0.1% |
| 1533.42 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10887573.28 | 1 | |
| 2409908.24 | 1 | |
| 1789737.52 | 1 | |
| 1722670.2 | 1 | |
| 1628532.38 | 1 | |
| 1618065.41 | 1 | |
| 1550473.48 | 1 | |
| 1237499.9 | 1 | |
| 1202195.14 | 1 | |
| 1156708.17 | 1 |
CC
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 18674 | |
| 1 | 13590 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 18674 | |
| 1 | 13590 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18674 | |
| 1 | 13590 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18674 | |
| 1 | 13590 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18674 | |
| 1 | 13590 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18674 | |
| 1 | 13590 |
CCBal
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 10818 |
|---|---|
| Distinct (%) | 33.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8358.5206 |
| Minimum | -2060.51 |
|---|---|
| Maximum | 10641355 |
| Zeros | 21154 |
| Zeros (%) | 65.6% |
| Negative | 125 |
| Negative (%) | 0.4% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | -2060.51 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 218.05 |
| 95-th percentile | 32776.589 |
| Maximum | 10641355 |
| Range | 10643415 |
| Interquartile range (IQR) | 218.05 |
Descriptive statistics
| Standard deviation | 76060.1 |
|---|---|
| Coefficient of variation (CV) | 9.0997084 |
| Kurtosis | 11938.558 |
| Mean | 8358.5206 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 89.222937 |
| Sum | 2.6967931 × 108 |
| Variance | 5.7851388 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21154 | |
| 14.47 | 4 | < 0.1% |
| 25.51 | 3 | < 0.1% |
| 0.02 | 3 | < 0.1% |
| 12.95 | 3 | < 0.1% |
| 462.3 | 3 | < 0.1% |
| 2.84 | 3 | < 0.1% |
| 336.99 | 3 | < 0.1% |
| 4.54 | 3 | < 0.1% |
| 36.75 | 3 | < 0.1% |
| Other values (10808) | 11082 |
| Value | Count | Frequency (%) |
| -2060.51 | 1 | |
| -1903.99 | 1 | |
| -1096.66 | 1 | |
| -897.46 | 1 | |
| -698.55 | 1 | |
| -577.53 | 1 | |
| -429.1 | 1 | |
| -375.12 | 1 | |
| -311.88 | 1 | |
| -234.35 | 1 |
| Value | Count | Frequency (%) |
| 10641354.78 | 1 | |
| 2820820.27 | 1 | |
| 1848441.07 | 1 | |
| 1593806.74 | 1 | |
| 1576808.43 | 1 | |
| 1524355.79 | 1 | |
| 1384201.82 | 1 | |
| 1158581.81 | 1 | |
| 1101161 | 1 | |
| 1066037.06 | 1 |
CCPurc
Real number (ℝ)
ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13442227 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 28742 |
| Zeros (%) | 89.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.42091475 |
|---|---|
| Coefficient of variation (CV) | 3.1312874 |
| Kurtosis | 16.884232 |
| Mean | 0.13442227 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7349493 |
| Sum | 4337 |
| Variance | 0.17716922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28742 | |
| 1 | 2850 | 8.8% |
| 2 | 550 | 1.7% |
| 3 | 103 | 0.3% |
| 4 | 17 | 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 28742 | |
| 1 | 2850 | 8.8% |
| 2 | 550 | 1.7% |
| 3 | 103 | 0.3% |
| 4 | 17 | 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 4 | 17 | 0.1% |
| 3 | 103 | 0.3% |
| 2 | 550 | 1.7% |
| 1 | 2850 | 8.8% |
| 0 | 28742 |
SDB
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 28758 | |
| 1 | 3506 | 10.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 28758 | |
| 1 | 3506 | 10.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28758 | |
| 1 | 3506 | 10.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28758 | |
| 1 | 3506 | 10.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28758 | |
| 1 | 3506 | 10.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28758 | |
| 1 | 3506 | 10.9% |
Income
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 203 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.587342 |
| Minimum | 0 |
|---|---|
| Maximum | 233 |
| Zeros | 30 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 23 |
| median | 35 |
| Q3 | 49 |
| 95-th percentile | 91 |
| Maximum | 233 |
| Range | 233 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 25.922551 |
|---|---|
| Coefficient of variation (CV) | 0.6548192 |
| Kurtosis | 4.3579365 |
| Mean | 39.587342 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 1.6562366 |
| Sum | 1277246 |
| Variance | 671.97867 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 6408 | 19.9% |
| 20 | 782 | 2.4% |
| 15 | 736 | 2.3% |
| 25 | 722 | 2.2% |
| 30 | 693 | 2.1% |
| 40 | 590 | 1.8% |
| 10 | 582 | 1.8% |
| 45 | 504 | 1.6% |
| 19 | 450 | 1.4% |
| 18 | 439 | 1.4% |
| Other values (193) | 20358 |
| Value | Count | Frequency (%) |
| 0 | 30 | 0.1% |
| 1 | 46 | 0.1% |
| 2 | 88 | 0.3% |
| 3 | 144 | |
| 4 | 185 | |
| 5 | 343 | |
| 6 | 247 | |
| 7 | 249 | |
| 8 | 298 | |
| 9 | 338 |
| Value | Count | Frequency (%) |
| 233 | 1 | |
| 232 | 1 | |
| 225 | 2 | |
| 224 | 2 | |
| 220 | 1 | |
| 218 | 1 | |
| 215 | 1 | |
| 210 | 1 | |
| 207 | 1 | |
| 206 | 1 |
HMOwn
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 20018 | |
| 0 | 12246 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 20018 | |
| 0 | 12246 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 20018 | |
| 0 | 12246 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 20018 | |
| 0 | 12246 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 20018 | |
| 0 | 12246 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 20018 | |
| 0 | 12246 |
LORes
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9150446 |
| Minimum | 0.5 |
|---|---|
| Maximum | 19.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6.5 |
| Q3 | 8.5 |
| 95-th percentile | 11.5 |
| Maximum | 19.5 |
| Range | 19 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.578466 |
|---|---|
| Coefficient of variation (CV) | 0.37287771 |
| Kurtosis | 0.38996347 |
| Mean | 6.9150446 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.59932307 |
| Sum | 223107 |
| Variance | 6.648487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.5 | 7333 | |
| 5 | 1708 | 5.3% |
| 5.5 | 1689 | 5.2% |
| 4.5 | 1681 | 5.2% |
| 4 | 1667 | 5.2% |
| 6 | 1659 | 5.1% |
| 7 | 1519 | 4.7% |
| 7.5 | 1510 | 4.7% |
| 8 | 1507 | 4.7% |
| 3.5 | 1380 | 4.3% |
| Other values (29) | 10611 |
| Value | Count | Frequency (%) |
| 0.5 | 2 | < 0.1% |
| 1 | 15 | < 0.1% |
| 1.5 | 90 | 0.3% |
| 2 | 289 | 0.9% |
| 2.5 | 564 | 1.7% |
| 3 | 973 | |
| 3.5 | 1380 | |
| 4 | 1667 | |
| 4.5 | 1681 | |
| 5 | 1708 |
| Value | Count | Frequency (%) |
| 19.5 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18.5 | 4 | < 0.1% |
| 18 | 5 | < 0.1% |
| 17.5 | 10 | < 0.1% |
| 17 | 8 | < 0.1% |
| 16.5 | 14 | < 0.1% |
| 16 | 21 | 0.1% |
| 15.5 | 30 | |
| 15 | 59 |
HMVal
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 203 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110.21104 |
| Minimum | 67 |
|---|---|
| Maximum | 754 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 67 |
|---|---|
| 5-th percentile | 87 |
| Q1 | 100 |
| median | 107 |
| Q3 | 117 |
| 95-th percentile | 143 |
| Maximum | 754 |
| Range | 687 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 19.942541 |
|---|---|
| Coefficient of variation (CV) | 0.18094867 |
| Kurtosis | 109.41518 |
| Mean | 110.21104 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 5.7655761 |
| Sum | 3555849 |
| Variance | 397.70493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 107 | 6427 | 19.9% |
| 102 | 711 | 2.2% |
| 99 | 680 | 2.1% |
| 100 | 678 | 2.1% |
| 106 | 677 | 2.1% |
| 104 | 677 | 2.1% |
| 101 | 676 | 2.1% |
| 98 | 663 | 2.1% |
| 103 | 657 | 2.0% |
| 97 | 641 | 2.0% |
| Other values (193) | 19777 |
| Value | Count | Frequency (%) |
| 67 | 2 | < 0.1% |
| 68 | 1 | < 0.1% |
| 69 | 2 | < 0.1% |
| 70 | 8 | < 0.1% |
| 71 | 4 | < 0.1% |
| 72 | 5 | < 0.1% |
| 73 | 14 | |
| 74 | 16 | |
| 75 | 28 | |
| 76 | 31 |
| Value | Count | Frequency (%) |
| 754 | 1 | |
| 625 | 1 | |
| 610 | 1 | |
| 598 | 1 | |
| 589 | 1 | |
| 515 | 1 | |
| 488 | 1 | |
| 462 | 1 | |
| 458 | 1 | |
| 412 | 1 |
Age
Real number (ℝ)
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.942444 |
| Minimum | 16 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 40 |
| median | 48 |
| Q3 | 55 |
| 95-th percentile | 70 |
| Maximum | 94 |
| Range | 78 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.644511 |
|---|---|
| Coefficient of variation (CV) | 0.26374356 |
| Kurtosis | 0.35734486 |
| Mean | 47.942444 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.18130127 |
| Sum | 1546815 |
| Variance | 159.88365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48 | 7105 | 22.0% |
| 44 | 715 | 2.2% |
| 51 | 707 | 2.2% |
| 46 | 699 | 2.2% |
| 50 | 695 | 2.2% |
| 45 | 689 | 2.1% |
| 49 | 672 | 2.1% |
| 53 | 666 | 2.1% |
| 47 | 664 | 2.1% |
| 41 | 657 | 2.0% |
| Other values (69) | 18995 |
| Value | Count | Frequency (%) |
| 16 | 65 | 0.2% |
| 17 | 72 | 0.2% |
| 18 | 86 | 0.3% |
| 19 | 105 | |
| 20 | 127 | |
| 21 | 130 | |
| 22 | 174 | |
| 23 | 190 | |
| 24 | 230 | |
| 25 | 255 |
| Value | Count | Frequency (%) |
| 94 | 8 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 11 | |
| 91 | 12 | |
| 90 | 11 | |
| 89 | 15 | |
| 88 | 21 | |
| 87 | 26 | |
| 86 | 25 | |
| 85 | 25 |
CRScore
Real number (ℝ)
| Distinct | 285 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 666.50462 |
| Minimum | 509 |
|---|---|
| Maximum | 820 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 509 |
|---|---|
| 5-th percentile | 600 |
| Q1 | 640 |
| median | 667 |
| Q3 | 693 |
| 95-th percentile | 732 |
| Maximum | 820 |
| Range | 311 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 39.968053 |
|---|---|
| Coefficient of variation (CV) | 0.059966656 |
| Kurtosis | 0.079399312 |
| Mean | 666.50462 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 0.01047643 |
| Sum | 21504105 |
| Variance | 1597.4453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 667 | 1011 | 3.1% |
| 665 | 337 | 1.0% |
| 672 | 334 | 1.0% |
| 670 | 331 | 1.0% |
| 668 | 330 | 1.0% |
| 674 | 327 | 1.0% |
| 659 | 324 | 1.0% |
| 678 | 320 | 1.0% |
| 652 | 317 | 1.0% |
| 671 | 317 | 1.0% |
| Other values (275) | 28316 |
| Value | Count | Frequency (%) |
| 509 | 1 | < 0.1% |
| 518 | 1 | < 0.1% |
| 520 | 1 | < 0.1% |
| 524 | 1 | < 0.1% |
| 525 | 1 | < 0.1% |
| 526 | 1 | < 0.1% |
| 530 | 2 | |
| 532 | 1 | < 0.1% |
| 533 | 1 | < 0.1% |
| 534 | 3 |
| Value | Count | Frequency (%) |
| 820 | 1 | < 0.1% |
| 817 | 1 | < 0.1% |
| 813 | 1 | < 0.1% |
| 811 | 1 | < 0.1% |
| 810 | 1 | < 0.1% |
| 807 | 3 | |
| 805 | 2 | |
| 804 | 1 | < 0.1% |
| 803 | 1 | < 0.1% |
| 802 | 3 |
Moved
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 | 956 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31308 | |
| 1 | 956 | 3.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31308 | |
| 1 | 956 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31308 | |
| 1 | 956 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31308 | |
| 1 | 956 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31308 | |
| 1 | 956 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31308 | |
| 1 | 956 | 3.0% |
InArea
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1 | |
|---|---|
| 0 | 1281 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 30983 | |
| 0 | 1281 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 30983 | |
| 0 | 1281 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 30983 | |
| 0 | 1281 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 30983 | |
| 0 | 1281 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 30983 | |
| 0 | 1281 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 30983 | |
| 0 | 1281 | 4.0% |
Dep
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1346082 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 7023 |
| Zeros (%) | 21.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7217969 |
|---|---|
| Coefficient of variation (CV) | 0.80661028 |
| Kurtosis | 4.5281284 |
| Mean | 2.1346082 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.096764 |
| Sum | 68871 |
| Variance | 2.9645847 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 9345 | |
| 0 | 7023 | |
| 3 | 5846 | |
| 1 | 4227 | |
| 4 | 2799 | 8.7% |
| 5 | 1916 | 5.9% |
| 6 | 630 | 2.0% |
| 7 | 242 | 0.8% |
| 8 | 130 | 0.4% |
| 9 | 51 | 0.2% |
| Other values (11) | 55 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 7023 | |
| 1 | 4227 | |
| 2 | 9345 | |
| 3 | 5846 | |
| 4 | 2799 | 8.7% |
| 5 | 1916 | 5.9% |
| 6 | 630 | 2.0% |
| 7 | 242 | 0.8% |
| 8 | 130 | 0.4% |
| 9 | 51 | 0.2% |
| Value | Count | Frequency (%) |
| 28 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 3 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 5 | < 0.1% |
| 11 | 14 |
DepAmt
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 24535 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2232.7602 |
| Minimum | 0 |
|---|---|
| Maximum | 484893.67 |
| Zeros | 7024 |
| Zeros (%) | 21.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 149.65 |
| median | 1103.62 |
| Q3 | 2439.53 |
| 95-th percentile | 7069.483 |
| Maximum | 484893.67 |
| Range | 484893.67 |
| Interquartile range (IQR) | 2289.88 |
Descriptive statistics
| Standard deviation | 6704.2923 |
|---|---|
| Coefficient of variation (CV) | 3.0026925 |
| Kurtosis | 1618.1745 |
| Mean | 2232.7602 |
| Median Absolute Deviation (MAD) | 1101.125 |
| Skewness | 30.510648 |
| Sum | 72037775 |
| Variance | 44947535 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7024 | 21.8% |
| 0.01 | 4 | < 0.1% |
| 15.24 | 3 | < 0.1% |
| 494.17 | 3 | < 0.1% |
| 920.99 | 3 | < 0.1% |
| 1218.19 | 3 | < 0.1% |
| 1117.85 | 3 | < 0.1% |
| 844.18 | 3 | < 0.1% |
| 902.96 | 3 | < 0.1% |
| 906.92 | 3 | < 0.1% |
| Other values (24525) | 25212 |
| Value | Count | Frequency (%) |
| 0 | 7024 | |
| 0.01 | 4 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.38 | 1 | < 0.1% |
| 0.41 | 1 | < 0.1% |
| 0.45 | 1 | < 0.1% |
| 0.49 | 1 | < 0.1% |
| 0.53 | 1 | < 0.1% |
| 0.85 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 484893.67 | 1 | |
| 387684.61 | 1 | |
| 359618.47 | 1 | |
| 271421.4 | 1 | |
| 229528.59 | 1 | |
| 162596.53 | 1 | |
| 160811.78 | 1 | |
| 150025.47 | 1 | |
| 135312.56 | 1 | |
| 129348.34 | 1 |
Inv
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 | 835 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32264 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31429 | |
| 1 | 835 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31429 | |
| 1 | 835 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31429 | |
| 1 | 835 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31429 | |
| 1 | 835 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31429 | |
| 1 | 835 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31429 | |
| 1 | 835 | 2.6% |
InvBal
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 479 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1394.3178 |
| Minimum | -2214.92 |
|---|---|
| Maximum | 8323796 |
| Zeros | 31786 |
| Zeros (%) | 98.5% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 252.2 KiB |
Quantile statistics
| Minimum | -2214.92 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8323796 |
| Range | 8326010.9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 53170.759 |
|---|---|
| Coefficient of variation (CV) | 38.133889 |
| Kurtosis | 18816.158 |
| Mean | 1394.3178 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 124.87559 |
| Sum | 44986269 |
| Variance | 2.8271296 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31786 | |
| 8759.26 | 1 | < 0.1% |
| 9748.37 | 1 | < 0.1% |
| 2124.42 | 1 | < 0.1% |
| 395022.21 | 1 | < 0.1% |
| 5646.11 | 1 | < 0.1% |
| 36503.14 | 1 | < 0.1% |
| 16995.9 | 1 | < 0.1% |
| 14465.74 | 1 | < 0.1% |
| 229914.92 | 1 | < 0.1% |
| Other values (469) | 469 | 1.5% |
| Value | Count | Frequency (%) |
| -2214.92 | 1 | < 0.1% |
| -659.77 | 1 | < 0.1% |
| 0 | 31786 | |
| 0.92 | 1 | < 0.1% |
| 9.12 | 1 | < 0.1% |
| 34.45 | 1 | < 0.1% |
| 121.64 | 1 | < 0.1% |
| 172.58 | 1 | < 0.1% |
| 242.19 | 1 | < 0.1% |
| 286.18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8323796.02 | 1 | |
| 2547675.52 | 1 | |
| 1345442.96 | 1 | |
| 1196452.9 | 1 | |
| 1175774.34 | 1 | |
| 1057244.73 | 1 | |
| 1009028.65 | 1 | |
| 1002678.08 | 1 | |
| 797302.88 | 1 | |
| 779464.96 | 1 |
| ATM | ATMAmt | AcctAge | Age | CC | CCBal | CCPurc | CD | CDBal | CRScore | CashBk | Checks | DDA | DDABal | Dep | DepAmt | DirDep | HMOwn | HMVal | ILS | ILSBal | IRA | IRABal | InArea | Income | Inv | InvBal | LOC | LOCBal | LORes | MM | MMBal | MMCred | MTG | MTGBal | Moved | NSF | NSFAmt | POS | POSAmt | Phone | SDB | Sav | SavBal | Teller | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ATM | 1.000 | 0.030 | 0.134 | 0.000 | 0.082 | 0.016 | 0.020 | 0.111 | 0.040 | 0.000 | 0.071 | 0.221 | 0.392 | 0.026 | 0.400 | 0.007 | 0.131 | 0.005 | 0.012 | 0.000 | 0.017 | 0.061 | 0.026 | 0.254 | 0.000 | 0.075 | 0.017 | 0.027 | 0.017 | 0.000 | 0.198 | 0.196 | 0.119 | 0.011 | 0.022 | 0.000 | 0.167 | 0.048 | 0.190 | 0.147 | 0.095 | 0.030 | 0.160 | 0.030 | 0.028 |
| ATMAmt | 0.030 | 1.000 | -0.083 | 0.011 | 0.016 | 0.002 | 0.032 | 0.015 | -0.094 | 0.002 | 0.000 | 0.367 | 0.000 | 0.238 | 0.527 | 0.479 | 0.000 | 0.000 | 0.019 | 0.000 | 0.015 | 0.011 | -0.038 | 0.000 | 0.000 | 0.000 | -0.040 | 0.011 | 0.006 | -0.004 | 0.028 | -0.140 | -0.085 | 0.012 | 0.012 | 0.000 | 0.000 | 0.158 | 0.378 | 0.379 | 0.222 | 0.000 | 0.024 | 0.122 | -0.002 |
| AcctAge | 0.134 | -0.083 | 1.000 | 0.019 | 0.106 | 0.128 | 0.052 | 0.044 | 0.009 | 0.013 | 0.022 | 0.145 | 0.074 | 0.052 | -0.013 | 0.061 | 0.131 | 0.013 | 0.019 | 0.026 | 0.044 | 0.053 | 0.078 | 0.041 | 0.004 | 0.053 | 0.035 | 0.063 | 0.074 | 0.012 | 0.090 | 0.101 | 0.058 | 0.032 | 0.043 | 0.000 | 0.058 | -0.071 | -0.087 | -0.080 | -0.028 | 0.026 | 0.025 | 0.014 | 0.012 |
| Age | 0.000 | 0.011 | 0.019 | 1.000 | 0.016 | 0.008 | 0.001 | 0.000 | -0.001 | 0.423 | 0.000 | 0.007 | 0.010 | 0.017 | 0.005 | 0.016 | 0.005 | 0.302 | -0.160 | 0.000 | 0.001 | 0.000 | 0.007 | 0.000 | -0.144 | 0.014 | 0.005 | 0.000 | 0.005 | 0.248 | 0.009 | -0.004 | -0.008 | 0.007 | 0.007 | 0.000 | 0.000 | 0.006 | 0.012 | 0.013 | -0.004 | 0.000 | 0.008 | 0.024 | 0.004 |
| CC | 0.082 | 0.016 | 0.106 | 0.016 | 1.000 | 0.018 | 0.410 | 0.067 | 0.017 | 0.005 | 0.048 | 0.098 | 0.110 | 0.007 | 0.000 | 0.022 | 0.010 | 0.033 | 0.007 | 0.177 | 0.177 | 0.089 | 0.022 | 0.020 | 0.015 | 0.088 | 0.006 | 0.178 | 0.055 | 0.006 | 0.115 | 0.116 | 0.067 | 0.169 | 0.010 | 0.000 | 0.094 | 0.019 | 0.005 | 0.034 | 0.035 | 0.049 | 0.068 | 0.011 | 0.019 |
| CCBal | 0.016 | 0.002 | 0.128 | 0.008 | 0.018 | 1.000 | 0.380 | 0.000 | 0.014 | 0.005 | 0.000 | 0.115 | 0.024 | 0.044 | 0.036 | 0.098 | 0.000 | 0.010 | 0.008 | 0.023 | 0.290 | 0.000 | 0.066 | 0.000 | 0.001 | 0.020 | 0.055 | 0.035 | 0.288 | -0.014 | 0.023 | 0.071 | 0.046 | 0.077 | 0.314 | 0.000 | 0.000 | -0.047 | 0.012 | 0.018 | 0.028 | 0.000 | 0.009 | 0.063 | 0.038 |
| CCPurc | 0.020 | 0.032 | 0.052 | 0.001 | 0.410 | 0.380 | 1.000 | 0.035 | 0.033 | 0.004 | 0.000 | 0.040 | 0.046 | 0.031 | 0.002 | 0.044 | 0.000 | 0.039 | 0.010 | 0.148 | 0.145 | 0.087 | 0.081 | 0.012 | 0.001 | 0.067 | 0.047 | 0.111 | 0.107 | -0.008 | 0.179 | 0.170 | 0.102 | 0.233 | 0.209 | 0.000 | 0.032 | -0.033 | 0.023 | 0.029 | 0.003 | 0.050 | 0.059 | 0.067 | -0.004 |
| CD | 0.111 | 0.015 | 0.044 | 0.000 | 0.067 | 0.000 | 0.035 | 1.000 | 0.120 | 0.007 | 0.019 | 0.068 | 0.155 | 0.000 | 0.077 | 0.006 | 0.050 | 0.000 | 0.009 | 0.012 | 0.063 | 0.066 | 0.027 | 0.058 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.000 | 0.109 | 0.106 | 0.065 | 0.005 | 0.000 | 0.000 | 0.051 | 0.018 | 0.037 | 0.024 | 0.033 | 0.101 | 0.064 | 0.010 | 0.021 |
| CDBal | 0.040 | -0.094 | 0.009 | -0.001 | 0.017 | 0.014 | 0.033 | 0.120 | 1.000 | 0.000 | 0.000 | -0.100 | 0.048 | -0.062 | -0.130 | -0.098 | 0.015 | 0.002 | -0.002 | 0.000 | -0.012 | 0.036 | 0.071 | 0.027 | -0.001 | 0.039 | 0.034 | 0.017 | -0.007 | 0.010 | 0.066 | 0.114 | 0.070 | 0.000 | -0.008 | 0.029 | 0.000 | -0.054 | -0.083 | -0.081 | -0.075 | 0.043 | 0.000 | 0.094 | -0.048 |
| CRScore | 0.000 | 0.002 | 0.013 | 0.423 | 0.005 | 0.005 | 0.004 | 0.007 | 0.000 | 1.000 | 0.000 | 0.005 | 0.000 | 0.011 | -0.001 | 0.007 | 0.000 | 0.084 | -0.074 | 0.000 | 0.002 | 0.000 | 0.005 | 0.009 | -0.076 | 0.006 | -0.001 | 0.000 | 0.002 | 0.107 | 0.000 | -0.002 | -0.003 | 0.000 | 0.005 | 0.022 | 0.010 | 0.007 | -0.006 | -0.006 | -0.004 | 0.017 | 0.013 | 0.008 | 0.001 |
| CashBk | 0.071 | 0.000 | 0.022 | 0.000 | 0.048 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 1.000 | 0.000 | 0.058 | 0.000 | 0.100 | 0.000 | 0.047 | 0.009 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.023 | 0.012 | 0.012 | 0.000 | 0.022 | 0.000 | 0.000 | 0.037 | 0.012 | 0.000 | 0.017 | 0.000 | 0.000 | 0.079 | 0.012 | 0.021 | 0.022 | 0.020 | 0.013 | 0.016 | 0.000 | 0.123 |
| Checks | 0.221 | 0.367 | 0.145 | 0.007 | 0.098 | 0.115 | 0.040 | 0.068 | -0.100 | 0.005 | 0.000 | 1.000 | 0.353 | 0.560 | 0.737 | 0.795 | 0.322 | 0.018 | 0.079 | 0.082 | 0.063 | 0.018 | -0.022 | 0.150 | 0.007 | 0.030 | -0.033 | 0.128 | 0.076 | 0.003 | 0.046 | -0.092 | -0.055 | 0.075 | 0.026 | 0.000 | 0.096 | 0.133 | 0.232 | 0.236 | 0.297 | 0.009 | 0.088 | 0.087 | 0.452 |
| DDA | 0.392 | 0.000 | 0.074 | 0.010 | 0.110 | 0.024 | 0.046 | 0.155 | 0.048 | 0.000 | 0.058 | 0.353 | 1.000 | 0.044 | 0.358 | 0.017 | 0.308 | 0.011 | 0.047 | 0.013 | 0.026 | 0.114 | 0.036 | 0.340 | 0.000 | 0.116 | 0.027 | 0.034 | 0.016 | 0.000 | 0.270 | 0.276 | 0.152 | 0.040 | 0.020 | 0.000 | 0.147 | 0.041 | 0.085 | 0.054 | 0.073 | 0.059 | 0.078 | 0.036 | 0.237 |
| DDABal | 0.026 | 0.238 | 0.052 | 0.017 | 0.007 | 0.044 | 0.031 | 0.000 | -0.062 | 0.011 | 0.000 | 0.560 | 0.044 | 1.000 | 0.473 | 0.723 | 0.035 | 0.000 | 0.212 | 0.000 | 0.038 | 0.007 | -0.021 | 0.004 | 0.013 | 0.023 | -0.026 | 0.015 | 0.045 | 0.005 | 0.007 | -0.085 | -0.057 | 0.000 | 0.036 | 0.031 | 0.011 | -0.030 | 0.070 | 0.079 | 0.048 | 0.000 | 0.011 | 0.100 | 0.365 |
| Dep | 0.400 | 0.527 | -0.013 | 0.005 | 0.000 | 0.036 | 0.002 | 0.077 | -0.130 | -0.001 | 0.100 | 0.737 | 0.358 | 0.473 | 1.000 | 0.780 | 0.245 | 0.003 | 0.047 | 0.044 | 0.043 | 0.038 | -0.071 | 0.152 | 0.000 | 0.033 | -0.052 | 0.042 | 0.025 | -0.004 | 0.109 | -0.173 | -0.104 | 0.012 | 0.002 | 0.000 | 0.203 | 0.232 | 0.348 | 0.344 | 0.363 | 0.022 | 0.106 | 0.054 | 0.438 |
| DepAmt | 0.007 | 0.479 | 0.061 | 0.016 | 0.022 | 0.098 | 0.044 | 0.006 | -0.098 | 0.007 | 0.000 | 0.795 | 0.017 | 0.723 | 0.780 | 1.000 | 0.000 | 0.003 | 0.131 | 0.021 | 0.064 | 0.018 | -0.033 | 0.000 | 0.009 | 0.046 | -0.031 | 0.046 | 0.083 | 0.003 | 0.033 | -0.107 | -0.064 | 0.035 | 0.055 | 0.000 | 0.015 | 0.144 | 0.246 | 0.254 | 0.262 | 0.000 | 0.000 | 0.086 | 0.464 |
| DirDep | 0.131 | 0.000 | 0.131 | 0.005 | 0.010 | 0.000 | 0.000 | 0.050 | 0.015 | 0.000 | 0.047 | 0.322 | 0.308 | 0.035 | 0.245 | 0.000 | 1.000 | 0.000 | 0.031 | 0.013 | 0.012 | 0.019 | 0.000 | 0.131 | 0.000 | 0.018 | 0.003 | 0.000 | 0.009 | 0.000 | 0.055 | 0.062 | 0.028 | 0.006 | 0.008 | 0.004 | 0.014 | 0.011 | 0.083 | 0.083 | 0.068 | 0.015 | 0.000 | 0.005 | 0.042 |
| HMOwn | 0.005 | 0.000 | 0.013 | 0.302 | 0.033 | 0.010 | 0.039 | 0.000 | 0.002 | 0.084 | 0.009 | 0.018 | 0.011 | 0.000 | 0.003 | 0.003 | 0.000 | 1.000 | 0.057 | 0.010 | 0.009 | 0.012 | 0.000 | 0.000 | 0.193 | 0.015 | 0.000 | 0.044 | 0.014 | 0.740 | 0.000 | 0.000 | 0.002 | 0.178 | 0.012 | 0.000 | 0.008 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 |
| HMVal | 0.012 | 0.019 | 0.019 | -0.160 | 0.007 | 0.008 | 0.010 | 0.009 | -0.002 | -0.074 | 0.000 | 0.079 | 0.047 | 0.212 | 0.047 | 0.131 | 0.031 | 0.057 | 1.000 | 0.000 | -0.000 | 0.000 | 0.007 | 0.015 | 0.753 | 0.006 | 0.013 | 0.022 | 0.013 | -0.240 | 0.000 | 0.000 | -0.006 | 0.000 | 0.018 | 0.023 | 0.000 | -0.021 | 0.000 | 0.002 | -0.014 | 0.000 | 0.000 | 0.019 | 0.057 |
| ILS | 0.000 | 0.000 | 0.026 | 0.000 | 0.177 | 0.023 | 0.148 | 0.012 | 0.000 | 0.000 | 0.000 | 0.082 | 0.013 | 0.000 | 0.044 | 0.021 | 0.013 | 0.010 | 0.000 | 1.000 | 1.000 | 0.016 | 0.000 | 0.026 | 0.015 | 0.011 | 0.000 | 0.173 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.026 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.008 | 0.001 | 0.026 | 0.000 | 0.044 |
| ILSBal | 0.017 | 0.015 | 0.044 | 0.001 | 0.177 | 0.290 | 0.145 | 0.063 | -0.012 | 0.002 | 0.000 | 0.063 | 0.026 | 0.038 | 0.043 | 0.064 | 0.012 | 0.009 | -0.000 | 1.000 | 1.000 | 0.034 | 0.013 | 0.023 | -0.002 | 0.032 | 0.013 | 0.174 | 0.159 | -0.002 | 0.034 | 0.006 | 0.008 | 0.067 | 0.065 | 0.000 | 0.000 | 0.005 | -0.017 | -0.015 | -0.005 | 0.017 | 0.025 | 0.026 | 0.035 |
| IRA | 0.061 | 0.011 | 0.053 | 0.000 | 0.089 | 0.000 | 0.087 | 0.066 | 0.036 | 0.000 | 0.021 | 0.018 | 0.114 | 0.007 | 0.038 | 0.018 | 0.019 | 0.012 | 0.000 | 0.016 | 0.034 | 1.000 | 0.175 | 0.025 | 0.000 | 0.214 | 0.027 | 0.072 | 0.038 | 0.006 | 0.117 | 0.118 | 0.077 | 0.041 | 0.017 | 0.005 | 0.037 | 0.000 | 0.024 | 0.021 | 0.011 | 0.090 | 0.037 | 0.035 | 0.019 |
| IRABal | 0.026 | -0.038 | 0.078 | 0.007 | 0.022 | 0.066 | 0.081 | 0.027 | 0.071 | 0.005 | 0.000 | -0.022 | 0.036 | -0.021 | -0.071 | -0.033 | 0.000 | 0.000 | 0.007 | 0.000 | 0.013 | 0.175 | 1.000 | 0.028 | 0.001 | 0.036 | 0.165 | 0.037 | 0.059 | 0.004 | 0.036 | 0.112 | 0.074 | 0.007 | 0.031 | 0.000 | 0.000 | -0.037 | -0.050 | -0.048 | -0.038 | 0.028 | 0.000 | 0.065 | -0.024 |
| InArea | 0.254 | 0.000 | 0.041 | 0.000 | 0.020 | 0.000 | 0.012 | 0.058 | 0.027 | 0.009 | 0.023 | 0.150 | 0.340 | 0.004 | 0.152 | 0.000 | 0.131 | 0.000 | 0.015 | 0.026 | 0.023 | 0.025 | 0.028 | 1.000 | 0.000 | 0.033 | 0.018 | 0.052 | 0.000 | 0.007 | 0.097 | 0.099 | 0.052 | 0.000 | 0.000 | 0.000 | 0.062 | 0.010 | 0.047 | 0.037 | 0.028 | 0.014 | 0.085 | 0.006 | 0.100 |
| Income | 0.000 | 0.000 | 0.004 | -0.144 | 0.015 | 0.001 | 0.001 | 0.000 | -0.001 | -0.076 | 0.012 | 0.007 | 0.000 | 0.013 | 0.000 | 0.009 | 0.000 | 0.193 | 0.753 | 0.015 | -0.002 | 0.000 | 0.001 | 0.000 | 1.000 | 0.016 | 0.007 | 0.016 | 0.001 | -0.075 | 0.000 | -0.010 | -0.010 | 0.000 | 0.007 | 0.009 | 0.000 | -0.004 | 0.003 | 0.002 | 0.001 | 0.012 | 0.000 | 0.012 | -0.005 |
| Inv | 0.075 | 0.000 | 0.053 | 0.014 | 0.088 | 0.020 | 0.067 | 0.048 | 0.039 | 0.006 | 0.012 | 0.030 | 0.116 | 0.023 | 0.033 | 0.046 | 0.018 | 0.015 | 0.006 | 0.011 | 0.032 | 0.214 | 0.036 | 0.033 | 0.016 | 1.000 | 0.096 | 0.054 | 0.040 | 0.004 | 0.121 | 0.119 | 0.077 | 0.038 | 0.017 | 0.000 | 0.025 | 0.000 | 0.012 | 0.018 | 0.000 | 0.036 | 0.000 | 0.004 | 0.024 |
| InvBal | 0.017 | -0.040 | 0.035 | 0.005 | 0.006 | 0.055 | 0.047 | 0.000 | 0.034 | -0.001 | 0.000 | -0.033 | 0.027 | -0.026 | -0.052 | -0.031 | 0.003 | 0.000 | 0.013 | 0.000 | 0.013 | 0.027 | 0.165 | 0.018 | 0.007 | 0.096 | 1.000 | 0.019 | 0.044 | 0.013 | 0.027 | 0.100 | 0.055 | 0.024 | 0.030 | 0.000 | 0.000 | -0.017 | -0.034 | -0.033 | -0.013 | 0.000 | 0.005 | 0.010 | -0.027 |
| LOC | 0.027 | 0.011 | 0.063 | 0.000 | 0.178 | 0.035 | 0.111 | 0.000 | 0.017 | 0.000 | 0.022 | 0.128 | 0.034 | 0.015 | 0.042 | 0.046 | 0.000 | 0.044 | 0.022 | 0.173 | 0.174 | 0.072 | 0.037 | 0.052 | 0.016 | 0.054 | 0.019 | 1.000 | 0.289 | 0.000 | 0.076 | 0.075 | 0.054 | 0.183 | 0.038 | 0.000 | 0.013 | 0.000 | 0.000 | 0.015 | 0.013 | 0.000 | 0.004 | 0.018 | 0.059 |
| LOCBal | 0.017 | 0.006 | 0.074 | 0.005 | 0.055 | 0.288 | 0.107 | 0.000 | -0.007 | 0.002 | 0.000 | 0.076 | 0.016 | 0.045 | 0.025 | 0.083 | 0.009 | 0.014 | 0.013 | 0.024 | 0.159 | 0.038 | 0.059 | 0.000 | 0.001 | 0.040 | 0.044 | 0.289 | 1.000 | 0.007 | 0.040 | 0.063 | 0.044 | 0.085 | 0.181 | 0.000 | 0.000 | -0.010 | -0.037 | -0.034 | -0.014 | 0.003 | 0.019 | -0.002 | 0.039 |
| LORes | 0.000 | -0.004 | 0.012 | 0.248 | 0.006 | -0.014 | -0.008 | 0.000 | 0.010 | 0.107 | 0.000 | 0.003 | 0.000 | 0.005 | -0.004 | 0.003 | 0.000 | 0.740 | -0.240 | 0.000 | -0.002 | 0.006 | 0.004 | 0.007 | -0.075 | 0.004 | 0.013 | 0.000 | 0.007 | 1.000 | 0.009 | -0.008 | -0.005 | 0.009 | 0.005 | 0.000 | 0.006 | 0.002 | -0.002 | -0.001 | -0.007 | 0.000 | 0.000 | -0.001 | -0.002 |
| MM | 0.198 | 0.028 | 0.090 | 0.009 | 0.115 | 0.023 | 0.179 | 0.109 | 0.066 | 0.000 | 0.037 | 0.046 | 0.270 | 0.007 | 0.109 | 0.033 | 0.055 | 0.000 | 0.000 | 0.000 | 0.034 | 0.117 | 0.036 | 0.097 | 0.000 | 0.121 | 0.027 | 0.076 | 0.040 | 0.009 | 1.000 | 0.989 | 0.595 | 0.050 | 0.020 | 0.000 | 0.065 | 0.024 | 0.056 | 0.030 | 0.046 | 0.114 | 0.118 | 0.000 | 0.044 |
| MMBal | 0.196 | -0.140 | 0.101 | -0.004 | 0.116 | 0.071 | 0.170 | 0.106 | 0.114 | -0.002 | 0.012 | -0.092 | 0.276 | -0.085 | -0.173 | -0.107 | 0.062 | 0.000 | 0.000 | 0.000 | 0.006 | 0.118 | 0.112 | 0.099 | -0.010 | 0.119 | 0.100 | 0.075 | 0.063 | -0.008 | 0.989 | 1.000 | 0.595 | 0.049 | 0.050 | 0.032 | 0.063 | -0.064 | -0.109 | -0.106 | -0.100 | 0.111 | 0.126 | -0.108 | -0.080 |
| MMCred | 0.119 | -0.085 | 0.058 | -0.008 | 0.067 | 0.046 | 0.102 | 0.065 | 0.070 | -0.003 | 0.000 | -0.055 | 0.152 | -0.057 | -0.104 | -0.064 | 0.028 | 0.002 | -0.006 | 0.000 | 0.008 | 0.077 | 0.074 | 0.052 | -0.010 | 0.077 | 0.055 | 0.054 | 0.044 | -0.005 | 0.595 | 0.595 | 1.000 | 0.032 | 0.032 | 0.021 | 0.036 | -0.038 | -0.067 | -0.065 | -0.058 | 0.070 | 0.068 | -0.060 | -0.054 |
| MTG | 0.011 | 0.012 | 0.032 | 0.007 | 0.169 | 0.077 | 0.233 | 0.005 | 0.000 | 0.000 | 0.017 | 0.075 | 0.040 | 0.000 | 0.012 | 0.035 | 0.006 | 0.178 | 0.000 | 0.066 | 0.067 | 0.041 | 0.007 | 0.000 | 0.000 | 0.038 | 0.024 | 0.183 | 0.085 | 0.009 | 0.050 | 0.049 | 0.032 | 1.000 | 0.084 | 0.039 | 0.016 | 0.000 | 0.000 | 0.002 | 0.016 | 0.004 | 0.000 | 0.000 | 0.012 |
| MTGBal | 0.022 | 0.012 | 0.043 | 0.007 | 0.010 | 0.314 | 0.209 | 0.000 | -0.008 | 0.005 | 0.000 | 0.026 | 0.020 | 0.036 | 0.002 | 0.055 | 0.008 | 0.012 | 0.018 | 0.026 | 0.065 | 0.017 | 0.031 | 0.000 | 0.007 | 0.017 | 0.030 | 0.038 | 0.181 | 0.005 | 0.020 | 0.050 | 0.032 | 0.084 | 1.000 | 0.000 | 0.000 | -0.016 | -0.034 | -0.032 | -0.023 | 0.000 | 0.016 | 0.012 | 0.010 |
| Moved | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.022 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.004 | 0.000 | 0.023 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.021 | 0.039 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.004 | 0.000 | 0.031 | 0.000 |
| NSF | 0.167 | 0.000 | 0.058 | 0.000 | 0.094 | 0.000 | 0.032 | 0.051 | 0.000 | 0.010 | 0.079 | 0.096 | 0.147 | 0.011 | 0.203 | 0.015 | 0.014 | 0.008 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.062 | 0.000 | 0.025 | 0.000 | 0.013 | 0.000 | 0.006 | 0.065 | 0.063 | 0.036 | 0.016 | 0.000 | 0.000 | 1.000 | 0.298 | 0.093 | 0.050 | 0.156 | 0.025 | 0.006 | 0.006 | 0.104 |
| NSFAmt | 0.048 | 0.158 | -0.071 | 0.006 | 0.019 | -0.047 | -0.033 | 0.018 | -0.054 | 0.007 | 0.012 | 0.133 | 0.041 | -0.030 | 0.232 | 0.144 | 0.011 | 0.007 | -0.021 | 0.005 | 0.005 | 0.000 | -0.037 | 0.010 | -0.004 | 0.000 | -0.017 | 0.000 | -0.010 | 0.002 | 0.024 | -0.064 | -0.038 | 0.000 | -0.016 | 0.000 | 0.298 | 1.000 | 0.175 | 0.170 | 0.224 | 0.013 | 0.000 | -0.070 | 0.128 |
| POS | 0.190 | 0.378 | -0.087 | 0.012 | 0.005 | 0.012 | 0.023 | 0.037 | -0.083 | -0.006 | 0.021 | 0.232 | 0.085 | 0.070 | 0.348 | 0.246 | 0.083 | 0.000 | 0.000 | 0.000 | -0.017 | 0.024 | -0.050 | 0.047 | 0.003 | 0.012 | -0.034 | 0.000 | -0.037 | -0.002 | 0.056 | -0.109 | -0.067 | 0.000 | -0.034 | 0.000 | 0.093 | 0.175 | 1.000 | 0.996 | 0.339 | 0.025 | 0.029 | 0.000 | 0.046 |
| POSAmt | 0.147 | 0.379 | -0.080 | 0.013 | 0.034 | 0.018 | 0.029 | 0.024 | -0.081 | -0.006 | 0.022 | 0.236 | 0.054 | 0.079 | 0.344 | 0.254 | 0.083 | 0.000 | 0.002 | 0.000 | -0.015 | 0.021 | -0.048 | 0.037 | 0.002 | 0.018 | -0.033 | 0.015 | -0.034 | -0.001 | 0.030 | -0.106 | -0.065 | 0.002 | -0.032 | 0.029 | 0.050 | 0.170 | 0.996 | 1.000 | 0.332 | 0.010 | 0.036 | 0.006 | 0.048 |
| Phone | 0.095 | 0.222 | -0.028 | -0.004 | 0.035 | 0.028 | 0.003 | 0.033 | -0.075 | -0.004 | 0.020 | 0.297 | 0.073 | 0.048 | 0.363 | 0.262 | 0.068 | 0.000 | -0.014 | 0.008 | -0.005 | 0.011 | -0.038 | 0.028 | 0.001 | 0.000 | -0.013 | 0.013 | -0.014 | -0.007 | 0.046 | -0.100 | -0.058 | 0.016 | -0.023 | 0.000 | 0.156 | 0.224 | 0.339 | 0.332 | 1.000 | 0.000 | 0.000 | -0.052 | 0.163 |
| SDB | 0.030 | 0.000 | 0.026 | 0.000 | 0.049 | 0.000 | 0.050 | 0.101 | 0.043 | 0.017 | 0.013 | 0.009 | 0.059 | 0.000 | 0.022 | 0.000 | 0.015 | 0.000 | 0.000 | 0.001 | 0.017 | 0.090 | 0.028 | 0.014 | 0.012 | 0.036 | 0.000 | 0.000 | 0.003 | 0.000 | 0.114 | 0.111 | 0.070 | 0.004 | 0.000 | 0.004 | 0.025 | 0.013 | 0.025 | 0.010 | 0.000 | 1.000 | 0.083 | 0.022 | 0.008 |
| Sav | 0.160 | 0.024 | 0.025 | 0.008 | 0.068 | 0.009 | 0.059 | 0.064 | 0.000 | 0.013 | 0.016 | 0.088 | 0.078 | 0.011 | 0.106 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.025 | 0.037 | 0.000 | 0.085 | 0.000 | 0.000 | 0.005 | 0.004 | 0.019 | 0.000 | 0.118 | 0.126 | 0.068 | 0.000 | 0.016 | 0.000 | 0.006 | 0.000 | 0.029 | 0.036 | 0.000 | 0.083 | 1.000 | 0.082 | 0.044 |
| SavBal | 0.030 | 0.122 | 0.014 | 0.024 | 0.011 | 0.063 | 0.067 | 0.010 | 0.094 | 0.008 | 0.000 | 0.087 | 0.036 | 0.100 | 0.054 | 0.086 | 0.005 | 0.003 | 0.019 | 0.000 | 0.026 | 0.035 | 0.065 | 0.006 | 0.012 | 0.004 | 0.010 | 0.018 | -0.002 | -0.001 | 0.000 | -0.108 | -0.060 | 0.000 | 0.012 | 0.031 | 0.006 | -0.070 | 0.000 | 0.006 | -0.052 | 0.022 | 0.082 | 1.000 | 0.042 |
| Teller | 0.028 | -0.002 | 0.012 | 0.004 | 0.019 | 0.038 | -0.004 | 0.021 | -0.048 | 0.001 | 0.123 | 0.452 | 0.237 | 0.365 | 0.438 | 0.464 | 0.042 | 0.000 | 0.057 | 0.044 | 0.035 | 0.019 | -0.024 | 0.100 | -0.005 | 0.024 | -0.027 | 0.059 | 0.039 | -0.002 | 0.044 | -0.080 | -0.054 | 0.012 | 0.010 | 0.000 | 0.104 | 0.128 | 0.046 | 0.048 | 0.163 | 0.008 | 0.044 | 0.042 | 1.000 |
| AcctAge | DDA | DDABal | CashBk | Checks | DirDep | NSF | NSFAmt | Phone | Teller | Sav | SavBal | ATM | ATMAmt | POS | POSAmt | CD | CDBal | IRA | IRABal | LOC | LOCBal | ILS | ILSBal | MM | MMBal | MMCred | MTG | MTGBal | CC | CCBal | CCPurc | SDB | Income | HMOwn | LORes | HMVal | Age | CRScore | Moved | InArea | Dep | DepAmt | Inv | InvBal | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.3 | 1 | 419.27 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 1 | 10233.72 | 1 | 106.74 | 0 | 0.00 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.00 | 1 | 483.65 | 0 | 0 | 16 | 1 | 11.0 | 89 | 63 | 696 | 0 | 1 | 2 | 1170.06 | 0 | 0.0 |
| 1 | 0.7 | 1 | 1986.81 | 0 | 1 | 1 | 0 | 0.00 | 0 | 0 | 0 | 0.00 | 1 | 268.88 | 0 | 0.00 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.00 | 1 | 0.00 | 1 | 0 | 4 | 1 | 7.0 | 87 | 51 | 674 | 0 | 1 | 1 | 446.93 | 0 | 0.0 |
| 2 | 4.1 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.00 | 1 | 0.00 | 0 | 0 | 30 | 1 | 8.5 | 97 | 60 | 640 | 0 | 1 | 0 | 0.00 | 0 | 0.0 |
| 3 | 0.5 | 1 | 1594.84 | 0 | 1 | 0 | 0 | 0.00 | 0 | 1 | 1 | 425.06 | 1 | 278.07 | 0 | 0.00 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.00 | 1 | 65.76 | 0 | 0 | 125 | 1 | 7.5 | 145 | 44 | 672 | 0 | 1 | 1 | 1144.24 | 0 | 0.0 |
| 4 | 6.7 | 1 | 2813.45 | 0 | 2 | 0 | 0 | 0.00 | 0 | 5 | 1 | 2716.55 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 25 | 1 | 6.0 | 101 | 46 | 648 | 0 | 1 | 2 | 1208.94 | 0 | 0.0 |
| 5 | 12.3 | 1 | 1069.78 | 0 | 13 | 1 | 0 | 0.00 | 2 | 9 | 0 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.00 | 1 | 38.62 | 0 | 0 | 19 | 0 | 3.0 | 107 | 55 | 662 | 0 | 1 | 5 | 6813.58 | 0 | 0.0 |
| 6 | 8.8 | 1 | 1437.57 | 0 | 12 | 1 | 0 | 0.00 | 0 | 0 | 0 | 0.00 | 1 | 391.63 | 0 | 0.00 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 1 | 94539.95 | 1 | 85202.99 | 0 | 0 | 55 | 1 | 3.5 | 128 | 57 | 659 | 0 | 1 | 2 | 2237.69 | 0 | 0.0 |
| 7 | 9.3 | 1 | 1683.28 | 0 | 2 | 1 | 0 | 0.00 | 0 | 0 | 1 | 967.04 | 1 | 276.12 | 0 | 0.00 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.00 | 1 | 0.00 | 0 | 0 | 13 | 0 | 4.5 | 99 | 58 | 675 | 0 | 1 | 3 | 795.85 | 0 | 0.0 |
| 8 | 0.8 | 1 | 190.03 | 0 | 1 | 0 | 1 | 5.65 | 0 | 0 | 1 | 11.47 | 1 | 1582.34 | 0 | 0.00 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 1 | 20 | 0 | 4.0 | 107 | 40 | 642 | 0 | 1 | 3 | 880.25 | 0 | 0.0 |
| 9 | 0.9 | 1 | 462.12 | 0 | 4 | 0 | 0 | 0.00 | 0 | 2 | 1 | 9010.40 | 1 | 863.11 | 1 | 23.13 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 1 | 54 | 0 | 4.0 | 129 | 73 | 667 | 0 | 1 | 2 | 1049.57 | 0 | 0.0 |
| AcctAge | DDA | DDABal | CashBk | Checks | DirDep | NSF | NSFAmt | Phone | Teller | Sav | SavBal | ATM | ATMAmt | POS | POSAmt | CD | CDBal | IRA | IRABal | LOC | LOCBal | ILS | ILSBal | MM | MMBal | MMCred | MTG | MTGBal | CC | CCBal | CCPurc | SDB | Income | HMOwn | LORes | HMVal | Age | CRScore | Moved | InArea | Dep | DepAmt | Inv | InvBal | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32254 | 3.7 | 1 | 16.38 | 0 | 3 | 1 | 1 | 14.9 | 17 | 3 | 1 | 5.10 | 1 | 388.76 | 2 | 97.2 | 0 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0 | 31 | 1 | 7.5 | 102 | 25 | 640 | 0 | 1 | 4 | 952.02 | 0 | 0.0 |
| 32255 | 8.6 | 1 | 46593.63 | 0 | 9 | 1 | 0 | 0.0 | 0 | 11 | 0 | 0.00 | 0 | 0.00 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 1 | 112306.85 | 0 | 0.00 | 1 | 47406.48 | 0 | 0 | 0.0 | 1 | 108200.42 | 0 | 0 | 45 | 1 | 8.5 | 207 | 70 | 721 | 0 | 1 | 3 | 55203.58 | 0 | 0.0 |
| 32256 | 13.0 | 1 | 4062.53 | 0 | 16 | 0 | 0 | 0.0 | 0 | 8 | 1 | 5602.76 | 0 | 0.00 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0.00 | 1 | 17094.72 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0 | 41 | 1 | 8.0 | 107 | 69 | 698 | 0 | 1 | 3 | 7383.58 | 0 | 0.0 |
| 32257 | 3.9 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 1 | 0.00 | 1 | 9912.78 | 0 | 0.00 | 0 | 0 | 0.0 | 1 | 178531.73 | 0 | 0 | 60 | 1 | 7.0 | 114 | 61 | 716 | 0 | 1 | 0 | 0.00 | 0 | 0.0 |
| 32258 | 2.2 | 1 | 1037.98 | 0 | 2 | 1 | 0 | 0.0 | 0 | 0 | 1 | 44.67 | 1 | 72.64 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0 | 12 | 0 | 5.5 | 95 | 55 | 760 | 0 | 1 | 1 | 679.43 | 0 | 0.0 |
| 32259 | 0.6 | 1 | 1073.88 | 0 | 8 | 1 | 0 | 0.0 | 0 | 0 | 0 | 0.00 | 1 | 307.49 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0 | 52 | 0 | 5.0 | 129 | 37 | 634 | 0 | 1 | 2 | 978.54 | 0 | 0.0 |
| 32260 | 3.9 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0.0 | 1 | 0.00 | 0 | 0 | 69 | 1 | 6.5 | 124 | 37 | 586 | 0 | 1 | 0 | 0.00 | 0 | 0.0 |
| 32261 | 19.1 | 1 | 2139.59 | 0 | 7 | 1 | 0 | 0.0 | 2 | 0 | 0 | 0.00 | 1 | 1346.41 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0 | 35 | 1 | 6.5 | 107 | 48 | 596 | 0 | 1 | 3 | 3226.87 | 0 | 0.0 |
| 32262 | 2.1 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 1 | 4252.13 | 0 | 0.00 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0.0 | 0 | 0.00 | 0 | 0 | 42 | 0 | 7.5 | 118 | 32 | 680 | 0 | 1 | 0 | 0.00 | 0 | 0.0 |
| 32263 | 13.0 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0.0 | 1 | 16000 | 0 | 0.0 | 0 | 0.00 | 0 | 0.00 | 1 | 14812.47 | 0 | 0 | 0.0 | 1 | 1536.43 | 0 | 1 | 22 | 0 | 3.5 | 109 | 39 | 600 | 0 | 0 | 0 | 0.00 | 0 | 0.0 |
Most frequently occurring
| AcctAge | DDA | DDABal | CashBk | Checks | DirDep | NSF | NSFAmt | Phone | Teller | Sav | SavBal | ATM | ATMAmt | POS | POSAmt | CD | CDBal | IRA | IRABal | LOC | LOCBal | ILS | ILSBal | MM | MMBal | MMCred | MTG | MTGBal | CC | CCBal | CCPurc | SDB | Income | HMOwn | LORes | HMVal | Age | CRScore | Moved | InArea | Dep | DepAmt | Inv | InvBal | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3.9 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 35 | 1 | 6.5 | 107 | 48 | 652 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 2 |
| 1 | 4.4 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0.0 | 0 | 0 | 35 | 1 | 6.5 | 107 | 48 | 640 | 0 | 1 | 0 | 0.0 | 0 | 0.0 | 2 |